Biological samples |
|
Human normal pancreas |
University of California, Davis Comprehensive Cancer Center |
N/A |
|
Critical commercial assays |
|
Qiagen DNEasy Blood and Tissue Kit |
Qiagen |
Cat#69504 |
Accel-NGS Methyl-Seq DNA Library Kit |
Swift Biosciences |
Cat#30096 |
|
Deposited data |
|
WGBS raw data and processed bedgraph files |
This paper |
GEO: GSE243528
|
Custom code |
This paper |
https://github.com/swang52/pdac_wgbs.git |
Mouse reference genome NCBI37/mm9 |
Genome Reference Consortium |
https://www.ncbi.nlm.nih.gov/grc/mouse |
Human reference genome GRCh38/hg38 |
Genome Reference Consortium |
https://www.ncbi.nlm.nih.gov/grc/human |
mT and mM organoid RNA-seq data |
Oni et al.34
|
GEO: GSE142467
|
mT and mM H3K4me1 and H3K27ac ChIP-seq data |
Roe et al.33
|
GEO: GSE99311
|
GATA6 ChIP in PATU8988S cells |
Kloesch et al.44
|
GEO: GSE47535
|
TET TKO WGBS, ATAC-seq, RNA-seq, and ChIP-seq data |
Li et al.45
|
GEO: GSE146486
|
HNF4A ChIP in PDAC cells |
Camolotto et al.52
|
GEO: GSE138452
|
|
Biological samples |
|
Mouse: mN5 Normal pancreatic organoid |
Tuveson Laboratory, Boj et al.20
|
NA |
Mouse: mN11 Normal pancreatic organoid |
Tuveson Laboratory, Boj et al.20
|
NA |
Mouse: mP1 PanIN organoid |
Tuveson Laboratory, Boj et al.20
|
NA |
Mouse: mP2 PanIN organoid |
Tuveson Laboratory, Boj et al.20
|
NA |
Mouse: mT3 Tumor organoid |
Tuveson Laboratory, Boj et al.20
|
NA |
Mouse: mT6 Tumor organoid |
Tuveson Laboratory, Boj et al.20
|
NA |
Mouse: mT19 Tumor organoid |
Tuveson Laboratory, Roe et al.33
|
NA |
Mouse: mT23 Tumor organoid |
Tuveson Laboratory, Roe et al.33
|
NA |
Mouse: mM1 Metastatic organoid (liver, paired tumor is mT3) |
Tuveson Laboratory, Boj et al.20
|
NA |
Mouse: mM3P Metastatic organoid (peritoneum, paired tumor is mT6) |
Tuveson Laboratory, Boj et al.20
|
NA |
Mouse: mM6 Metastatic organoid (peritoneum, paired tumor is mT19) |
Tuveson Laboratory, Roe et al.33
|
NA |
Mouse: mM10 Metastatic organoid (peritoneum, paired tumor is mT23) |
Tuveson Laboratory, Roe et al.33
|
NA |
Human: hN1 Normal pancreatic organoid (female, 59 years old) |
This paper |
NA |
Human: hN4 Normal pancreatic organoid (female, unknown age) |
Tuveson Laboratory, Boj et al.20
|
NA |
Human: hN9 Normal pancreatic organoid (female, unknown age) |
Tuveson Laboratory, Boj et al.20
|
NA |
Human: hN18 Normal pancreatic organoid (male, 69 years old) |
This paper |
NA |
Human: SNU-3898-TO Tumor organoid (female, 61 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-3912-TO Tumor organoid (female, 58 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-3926-TO Tumor organoid (female, 52 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-3947-TO Tumor organoid (female, 64 years old) |
Lee et al.53
|
NA |
Human: SNU-3997-TO Tumor organoid (male, 54 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-4158-TO Tumor organoid (female, 54 years old) |
Lee et al.53
|
NA |
Human: SNU-4192-TO Tumor organoid (female, 56 years old) |
Lee et al.53
|
NA |
Human: SNU-4206-TO Tumor organoid (female, 81 years old) |
Lee et al.53
|
NA |
Human: SNU-4208-TO Tumor organoid (male, 45 years old) |
Lee et al.53
|
NA |
Human: SNU-4242-TO Tumor organoid (male, 74 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-4243-TO Tumor organoid (male, 63 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-4305-TO Tumor organoid (female, 65 years old) |
Lee et al.53
|
NA |
Human: SNU-4340-TO Tumor organoid (male, 66 years old) |
Lee et al.53
|
NA |
Human: SNU-4354-TO Tumor organoid (female, 64 years old) |
Lee et al.53
|
NA |
Human: SNU-4365-TO Tumor organoid (female, 55 years old) |
Lee et al.53
|
NA |
Human: SNU-4378-TO Tumor organoid (female, 69 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-4425-TO Tumor organoid (female, 60 years old) |
Lee et al.53
|
NA |
Human: SNU-4457-TO Tumor organoid (female, 58 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-4461-TO Tumor organoid (female, 67 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-4482-TO Tumor organoid (female, 65 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-4525-TO Tumor organoid (male, 56 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-4557-TO Tumor organoid (female, 63 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-4779-TO Tumor organoid (female, 62 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-4837-TO Tumor organoid (male, 67 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-4863-TO Tumor organoid (female, 69 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-4871-TO Tumor organoid (female, 58 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-4874-TO Tumor organoid (female, 54 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-4893-TO Tumor organoid (male, 69 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-4894-TO Tumor organoid (male, 61 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-5177-TO Tumor organoid (female, 57 years old) |
Korean Cell Line Bank |
NA |
Human: SNU-5345-TO Tumor organoid (male, 54 years old) |
Korean Cell Line Bank |
NA |
|
Software and algorithms |
|
CpG_Me |
Laufer et al.54
|
https://github.com/ben-laufer/CpG_Me |
Trim Galore |
Babraham Bioinformatics |
https://www.bioinformatics.babraham.ac.uk/projects/trim_galore/ |
Cutadapt |
Martin55
|
https://cutadapt.readthedocs.io/en/stable/ |
FastQ Screen |
Wingett et al.56
|
https://www.bioinfromatics.babraham.ac.uk/projects/fastq_screen/ |
Bismark |
Krueger and Andrews57
|
https://www.bioinformatics.babraham.ac.uk/projects/Bismark |
Bowtie 2 |
Langmead and Salzberg58
|
https://bowtie-bio.sourceforge.net/bowtie2/index.shtml |
SAMtools |
Li et al.59
|
https://www.htslib.org |
Picard |
Broad Institute |
https://broadinstitute.github.io/picard/ |
MultiQC |
Ewels et al.60
|
https://multiqc.info |
R |
|
https://www.r-project.org/ |
DMRichR |
Laufer et al.54
|
https://github.com/ben-laufer/DMRichR |
Dmrseq |
Korthauer et al.61
|
https://bioconductor.org/packages/release/bioc/html/dmrseq.html |
Bsseq |
Hansen et al.62
|
https://bioconductor.org/packages/release/bioc/html/bsseq.html |
ComplexHeatmap |
Gu et al.63
|
https://jokergood.github.io/ComplexHeatmap-reference/book/ |
enrichR |
Chen et al.64
|
https://cran.r-project.org/web/packages/enrichR/index.html |
HOMER |
Heinz et al.65
|
htttps://homer.ucsd.edu/homer |
LOLA |
Sheffield and Bock66
|
https://bioconductor.org/packages/release/bioc/html/LOLA.html |
liftOver |
UCSC |
https://genome.ucsc.edu/cgi-bin/hgLiftOver |
Boruta |
Kursa and Rudnicki67
|
https://cran.r-project.org/web/packages/Boruta/index.html |
sigFeature |
Das et al.68
|
https://www.bioconductor.org/packages/release/bioc/html/sigFeature.html |
DESeq2 |
Love et al.35
|
https://bioconductor.org/packages/release/bioc/html/DESeq2.html |
ggplot2 |
Wickham69
|
https://cran.r-project.org/web/packages/ggplot2/index.html |
Graphpad Prism |
GraphPad Software |
https://www.graphpad.com/features |